计算机应用研究2011,Vol.28Issue(10):3606-3610,5.DOI:10.3969/j.issn.1001-3695.2011.10.002
分布式隐私保护数据挖掘研究
State-of-the-art in distributed privacy preserving data mining
摘要
Abstract
In recent years, privacy preserving data mining is one of the hot point problems in data mining. The chief research is how to mine the potential knowledge and not to reveal the sensitive data. In reality, large amounts of data stored in multiple sites, so the DPPDM (distributed privacy preserving data mining) is more important. This paper summarized the features of DPPDM, detailed described the research in this area, compared the advantages"and disadvantages of each method, surveyed the state-of-the-art in DPPDM. Furthermore, it pointed out the future research directions.关键词
数据挖掘/隐私保护/分布式Key words
data mining/ privacy preserving/ distributed data分类
信息技术与安全科学引用本文复制引用
刘英华,杨炳儒,马楠,曹丹阳..分布式隐私保护数据挖掘研究[J].计算机应用研究,2011,28(10):3606-3610,5.基金项目
国家自然科学基金资助项目(60875029) (60875029)
北京市科技计划专项课题 ()